Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: RHPN2

Gene summary for RHPN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RHPN2

Gene ID

85415

Gene namerhophilin Rho GTPase binding protein 2
Gene AliasP76RBE
Cytomap19q13.11
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q8IUC4


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
85415RHPN2HTA11_411_2000001011HumanColorectumSER1.11e-031.01e+00-0.2602
85415RHPN2HTA11_696_2000001011HumanColorectumAD1.00e-024.41e-01-0.1464
85415RHPN2HTA11_1391_2000001011HumanColorectumAD7.44e-046.07e-01-0.059
85415RHPN2HTA11_546_2000001011HumanColorectumAD1.02e-045.65e-01-0.0842
85415RHPN2HTA11_99999965062_69753HumanColorectumMSI-H1.03e-028.52e-010.3487
85415RHPN2HTA11_99999965104_69814HumanColorectumMSS9.31e-087.21e-010.281
85415RHPN2A015-C-203HumanColorectumFAP6.52e-17-1.67e-01-0.1294
85415RHPN2A002-C-201HumanColorectumFAP1.71e-05-9.53e-020.0324
85415RHPN2A001-C-119HumanColorectumFAP2.01e-052.68e-01-0.1557
85415RHPN2A001-C-108HumanColorectumFAP5.52e-10-1.25e-01-0.0272
85415RHPN2A002-C-205HumanColorectumFAP8.16e-14-1.68e-03-0.1236
85415RHPN2A015-C-005HumanColorectumFAP7.27e-135.79e-01-0.0336
85415RHPN2A015-C-006HumanColorectumFAP7.62e-08-1.07e-01-0.0994
85415RHPN2A015-C-106HumanColorectumFAP2.05e-042.11e-02-0.0511
85415RHPN2A002-C-114HumanColorectumFAP7.28e-122.14e-02-0.1561
85415RHPN2A015-C-104HumanColorectumFAP1.62e-21-1.14e-01-0.1899
85415RHPN2A001-C-014HumanColorectumFAP9.86e-09-1.20e-010.0135
85415RHPN2A002-C-016HumanColorectumFAP2.37e-16-1.46e-010.0521
85415RHPN2A015-C-002HumanColorectumFAP5.50e-07-2.82e-02-0.0763
85415RHPN2A001-C-203HumanColorectumFAP1.64e-06-2.15e-02-0.0481
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
GCThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0010639ColorectumADnegative regulation of organelle organization114/3918348/187231.41e-076.49e-06114
GO:0061572ColorectumADactin filament bundle organization60/3918161/187231.33e-064.23e-0560
GO:0051017ColorectumADactin filament bundle assembly58/3918157/187232.74e-067.89e-0558
GO:1902904ColorectumADnegative regulation of supramolecular fiber organization60/3918167/187235.23e-061.35e-0460
GO:0051494ColorectumADnegative regulation of cytoskeleton organization58/3918163/187231.04e-052.40e-0458
GO:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:0030038ColorectumADcontractile actin filament bundle assembly39/3918106/187231.22e-041.78e-0339
GO:0043149ColorectumADstress fiber assembly39/3918106/187231.22e-041.78e-0339
GO:0032231ColorectumADregulation of actin filament bundle assembly37/3918105/187234.82e-045.27e-0337
GO:0110020ColorectumADregulation of actomyosin structure organization35/3918100/187237.78e-047.78e-0335
GO:0051492ColorectumADregulation of stress fiber assembly32/391891/187231.17e-031.05e-0232
GO:0003014ColorectumADrenal system process35/3918110/187234.85e-033.27e-0235
GO:00070151ColorectumSERactin filament organization134/2897442/187231.39e-155.70e-13134
GO:01100531ColorectumSERregulation of actin filament organization91/2897278/187234.33e-131.40e-1091
GO:19029031ColorectumSERregulation of supramolecular fiber organization114/2897383/187237.32e-131.95e-10114
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
RHPN2SNVMissense_Mutationc.1993N>Tp.Arg665Trpp.R665WQ8IUC4protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.53)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RHPN2SNVMissense_Mutationnovelc.1899N>Cp.Lys633Asnp.K633NQ8IUC4protein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RHPN2SNVMissense_Mutationrs777977646c.1517C>Tp.Ser506Leup.S506LQ8IUC4protein_codingdeleterious(0.01)benign(0.282)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RHPN2SNVMissense_Mutationnovelc.909N>Tp.Glu303Aspp.E303DQ8IUC4protein_codingtolerated(0.84)benign(0.409)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RHPN2SNVMissense_Mutationrs753950362c.1600G>Ap.Ala534Thrp.A534TQ8IUC4protein_codingdeleterious(0.04)benign(0.003)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RHPN2SNVMissense_Mutationrs749216712c.808G>Ap.Asp270Asnp.D270NQ8IUC4protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RHPN2SNVMissense_Mutationnovelc.1676T>Cp.Val559Alap.V559AQ8IUC4protein_codingdeleterious(0)possibly_damaging(0.748)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RHPN2SNVMissense_Mutationnovelc.1876N>Ap.Asp626Asnp.D626NQ8IUC4protein_codingtolerated(0.12)benign(0.039)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
RHPN2SNVMissense_Mutationrs752356242c.1709N>Tp.Thr570Metp.T570MQ8IUC4protein_codingdeleterious(0.04)possibly_damaging(0.498)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RHPN2SNVMissense_Mutationrs761330344c.1273N>Tp.Arg425Trpp.R425WQ8IUC4protein_codingdeleterious(0.02)probably_damaging(1)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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